magnetoencephalography

脑磁图
  • 文章类型: Journal Article
    The Blood Oxygenation Level-Dependent (BOLD) activation reflects hemodynamic events mediated by neurovascular coupling. During task performance, the BOLD hemodynamic response in a relevant area is mainly driven by the high levels of synaptic activity (reflected in local field potentials, LFP) but, in contrast, during a task-free, resting state, the contribution to BOLD of such neural events is small, as expected by the comparatively (to the task state) low level of neural events. Concomitant recording of BOLD and LFP at rest in animal experiments has estimated the neural contribution to BOLD to ~10%. Such experiments have not been performed in humans. As an approximation, we recorded (in the same subject, N = 57 healthy participants) at a task-free, resting state the BOLD signal and, in a different session, the magnetoencephalographic (MEG) signal, which reflects purely neural (synaptic) events. We then calculated the turnover of these signals by computing the successive moment-to-moment difference in the BOLD and MEG time series and retaining the median of the absolute value of the differenced series (TBOLD and TMEG, respectively). A linear regression of normalized TBOLD vs. TMEG revealed that ~30% of TMEG contributes to TBOLD, accounting for 11.3% of the latter\'s variance. This percentage estimate is close to the ~10% estimate above obtained by direct recordings in animal experiments.
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  • 文章类型: Journal Article
    目的:确定抑郁症(MDD)患者在奖赏过程中全脑功能连接(FC)的时空模式变化,并确定连接组差异的临床相关性。
    方法:61例MDD患者和32例健康对照者纳入研究。在脑磁图(MEG)扫描期间,所有参与者都完成了面部情绪识别任务.将MDD患者进一步分为两组:忧郁(n=31)和非忧郁(n=30),基于迷你国际神经精神病学访谈(M.I.N.I.)评估。使用汉密尔顿抑郁量表(HAM-D6)的6项忧郁子量表检查忧郁症状。在快乐情绪刺激(0-200ms,100-300ms,200-400ms,300-500ms,和400-600ms)。然后,基于网络的统计量(NBS)用于确定忧郁性MDD患者的特定异常连接模式.
    结果:NBS确定了三组中后期(300-500ms)对快乐面孔的反应的子网络差异(校正P=0.035)。然后,事后分析和相关分析发现,在忧郁性MDD患者中,有5个FCs降低,并且与HAM-D6评分相关,包括左梭状回-右眶额下回的FCs(r=-0.52,P<0.001),左梭状回-左杏仁核(r=-0.26,P=0.049),左后扣带回-右前肌(r=-0.32,P=0.025),左前肌-右前肌(r=-0.27,P=0.049),左前肌-左枕下回(r=-0.32,P=0.025)。
    结论:在回应幸福的面孔时,忧郁的MDD患者表现出功能连接模式中断(20-35Hz,300-500ms),涉及视觉信息处理和边缘系统的大脑区域。奖赏过程中的异常功能连接模式可能是忧郁性MDD的生物标志物。
    OBJECTIVE: To identify the spatial-temporal pattern variation of whole-brain functional connectivity (FC) during reward processing in melancholic major depressive disorder (MDD) patients, and to determine the clinical correlates of connectomic differences.
    METHODS: 61 MDD patients and 32 healthy controls were enrolled into the study. During magnetoencephalography (MEG) scanning, all participants completed the facial emotion recognition task. The MDD patients were further divided into two groups: melancholic (n = 31) and non-melancholic (n = 30), based on the Mini International Neuropsychiatric Interview (M.I.N.I.) assessment. Melancholic symptoms were examined by using the 6-item melancholia subscale from the Hamilton Depression Rating Scale (HAM-D6). The whole-brain orthogonalized power envelope connections in the high-beta band (20-35 Hz) were constructed in each period after the happy emotional stimuli (0-200 ms, 100-300 ms, 200-400 ms, 300-500 ms, and 400-600 ms). Then, the network-based statistic (NBS) was used to determine the specific abnormal connection patterns in melancholic MDD patients.
    RESULTS: The NBS identified a sub-network difference at the mid-late period (300-500 ms) in response to happy faces among the three groups (corrected P = 0.035). Then, the post hoc and correlation analyses found five FCs were decreased in melancholic MDD patients and were related to HAM-D6 score, including FCs of left fusiform gyrus-right orbital inferior frontal gyrus (r = -0.52, P < 0.001), left fusiform gyrus-left amygdala (r = -0.26, P = 0.049), left posterior cingulate gyrus-right precuneus (r = -0.32, P = 0.025), left precuneus-right precuneus (r = -0.27, P = 0.049), and left precuneus-left inferior occipital gyrus (r = -0.32, P = 0.025).
    CONCLUSIONS: In response to happy faces, melancholic MDD patients demonstrated a disrupted functional connective pattern (20-35 Hz, 300-500 ms), which involved brain regions in visual information processing and the limbic system. The aberrant functional connective pattern in reward processing might be a biomarker of melancholic MDD.
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  • 文章类型: Journal Article
    电惊厥治疗(ECT)仍然是难治性抑郁症(MDD)的关键干预措施,然而,它的神经生物学基础还没有完全理解。这项初步研究旨在研究听觉诱发电位(LDAEP)的响度依赖性变化,一种提议的血清素能活性的生物标志物,在接受ECT的患者中。
    高分辨率脑磁图(MEG)用于测量9名接受右单侧ECT的抑郁症患者的LDAEP。我们假设ECT会降低LDAEP斜率,反映增强的5-羟色胺能神经传递。使用24项汉密尔顿抑郁量表(HDRS24)和可重复的神经心理状态评估电池(RBANS)评估抑郁严重程度和认知表现,分别。
    与我们的假设相反,结果表明,ECT后LDAEP显着增加(t8=3.17,p=0.013)。LDAEP的增加与抑郁严重程度或认知表现的变化无关。
    观察到的LDAEP增加表明ECT和神经生物学系统之间存在更复杂的相互作用,而不是直接反映血清素能神经传递。这种增加的潜在机制包括ECT对血清素能的影响,多巴胺能,谷氨酸能,和GABA能受体活性,涉及脑源性神经营养因子(BDNF)的神经可塑性,和炎症调节剂如TNF-α。我们的结果强调了ECT对大脑功能的多方面影响,需要进一步的研究来阐明这些相互作用。
    UNASSIGNED: Electroconvulsive therapy (ECT) remains a critical intervention for treatment-resistant depression (MDD), yet its neurobiological underpinnings are not fully understood. This pilot study aims to investigate changes in loudness dependence of auditory evoked potentials (LDAEP), a proposed biomarker of serotonergic activity, in patients undergoing ECT.
    UNASSIGNED: High-resolution magnetoencephalography (MEG) was utilized to measure LDAEP in nine depressed patients receiving right unilateral ECT. We hypothesized that ECT would reduce the LDAEP slope, reflecting enhanced serotonergic neurotransmission. Depression severity and cognitive performance were assessed using the 24-item Hamilton Depression Rating Scale (HDRS24) and the Repeatable Battery for the Assessment of Neuropsychological Status (RBANS), respectively.
    UNASSIGNED: Contrary to our hypothesis, findings indicated a significant increase in LDAEP post-ECT (t 8 = 3.17, p = .013). The increase in LDAEP was not associated with changes in depression severity or cognitive performance.
    UNASSIGNED: The observed increase in LDAEP suggests a more complex interaction between ECT and neurobiological systems, rather than a direct reflection of serotonergic neurotransmission. Potential mechanisms for this increase include ECT\'s impact on serotonergic, dopaminergic, glutamatergic, and GABAergic receptor activity, neuroplasticity involving brain-derived neurotrophic factor (BDNF), and inflammatory modulators such as TNF-α. Our results highlight the multifaceted effects of ECT on brain function, necessitating further research to elucidate these interactions.
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  • 文章类型: Journal Article
    脑磁图(MEG)数据的来源分析需要计算大脑中电流源感应的磁场。这种所谓的MEG前向问题包括对人体头部中的体积传导效应的准确估计。这里,我们介绍了MEG正演问题的Cut有限元方法(CutFEM)。与四面体网格相比,CutFEM的网格划分过程对组织解剖结构的限制较少,同时能够与六面体网格相反地对弯曲的几何形状进行网格划分。为了评估新方法,我们将CutFEM与边界元法(BEM)进行了比较,该方法在n=19的体感诱发视野(SEF)小组研究中区分了三个组织区室和一个6区室六面体FEM。使用非正则化和正则化反演方法来重建20ms刺激后SEF分量(M20)的神经发生器。改变前向模型导致重建差异约1厘米的位置和相当大的方向差异。与3隔室BEM相比,测试的6隔室FEM方法显着增加了对测量数据的拟合优度。他们还展示了对回旋冠下的源的更高的准径向贡献。此外,与其他两种方法相比,CutFEM提高了源可分性。我们得出的结论是,具有6个隔室而不是3个隔室的头部模型和新的CutFEM方法是MEG源重建的有价值的补充。特别是对于主要是放射状的源。
    Source analysis of magnetoencephalography (MEG) data requires the computation of the magnetic fields induced by current sources in the brain. This so-called MEG forward problem includes an accurate estimation of the volume conduction effects in the human head. Here, we introduce the Cut finite element method (CutFEM) for the MEG forward problem. CutFEM\'s meshing process imposes fewer restrictions on tissue anatomy than tetrahedral meshes while being able to mesh curved geometries contrary to hexahedral meshing. To evaluate the new approach, we compare CutFEM with a boundary element method (BEM) that distinguishes three tissue compartments and a 6-compartment hexahedral FEM in an n = 19 group study of somatosensory evoked fields (SEF). The neural generators of the 20 ms post-stimulus SEF components (M20) are reconstructed using both an unregularized and a regularized inversion approach. Changing the forward model resulted in reconstruction differences of about 1 centimeter in location and considerable differences in orientation. The tested 6-compartment FEM approaches significantly increase the goodness of fit to the measured data compared with the 3-compartment BEM. They also demonstrate higher quasi-radial contributions for sources below the gyral crowns. Furthermore, CutFEM improves source separability compared with both other approaches. We conclude that head models with 6 compartments rather than 3 and the new CutFEM approach are valuable additions to MEG source reconstruction, in particular for sources that are predominantly radial.
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  • 文章类型: Journal Article
    目的:一些研究假设,在自闭症谱系障碍(ASD)儿童中,听觉皮层δ频段的非典型神经同步与语音和语言技能有关。但它仍然知之甚少。这项研究调查了这种神经活动,并探讨了ASD儿童的听觉反应与行为测量之间的关系。
    方法:我们使用脑磁图和个体脑模型研究了20名患有ASD的小学学龄儿童和20名年龄匹配的典型发展(TD)对照的2Hz听觉稳态反应(ASSR)。
    结果:首先,我们发现听觉反应的位置存在组间差异,因此,与ASD儿童相比,TD儿童的2HzASSR拓扑更优越和更靠后。第二,ASD组2HzASSR的功率降低。最后,我们观察到ASD患儿的神经反应幅度与语言技能之间存在显著关联.
    结论:该研究提供了ASD儿童神经反应降低的证据及其与语言技能的关系。
    结论:这些发现可能为未来针对ASD人群的听觉和语言障碍的干预提供依据。
    OBJECTIVE: Some studies have hypothesized that atypical neural synchronization at the delta frequency band in the auditory cortex is associated with phonological and language skills in children with Autism Spectrum Disorder (ASD), but it is still poorly understood. This study investigated this neural activity and addressed the relationships between auditory response and behavioral measures of children with ASD.
    METHODS: We used magnetoencephalography and individual brain models to investigate 2 Hz Auditory Steady-State Response (ASSR) in 20 primary-school-aged children with ASD and 20 age-matched typically developing (TD) controls.
    RESULTS: First, we found a between-group difference in the localization of the auditory response, so as the topology of 2 Hz ASSR was more superior and posterior in TD children when comparing to children with ASD. Second, the power of 2 Hz ASSR was reduced in the ASD group. Finally, we observed a significant association between the amplitude of neural response and language skills in children with ASD.
    CONCLUSIONS: The study provided the evidence of reduced neural response in children with ASD and its relation to language skills.
    CONCLUSIONS: These findings may inform future interventions targeting auditory and language impairments in ASD population.
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  • 文章类型: Letter
    暂无摘要。
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  • 文章类型: Journal Article
    集成功能磁共振成像(fMRI)和脑磁图(MEG)的多模态脑功能测量系统有望成为一种工具,将为神经科学提供新的见解。为了整合功能磁共振成像和MEG,需要一种超低场MRI(ULF-MRI)扫描仪,其可以用电磁线圈产生静态磁场(B0)并且在MEG测量期间关闭B0。而电磁B0线圈具有上述优点,它还在大小和磁场均匀性之间进行权衡。在这项研究中,我们提出了一种设计B0多级圆形线圈布置的方法,该方法确定了最大化磁场均匀性和最小化线圈总布线长度所需的线圈数量。优化后的多级线圈布置的外形直径为600mm,最大高度为600mm,直径600毫米,高度300毫米的孔径。在210mm直径的球形体积(DSV)上,磁场均匀性<100ppm。与具有相同磁场均匀性的先前两个线圈对布置相比,直径小1/1.9倍,表明新设计的B0线圈布置实现了更小的尺寸和更宽的磁场均匀性。
    A multimodal brain function measurement system integrating functional magnetic resonance imaging (fMRI) and magnetoencephalography (MEG) is expected to be a tool that will provide new insights into neuroscience. To integrate fMRI and MEG, an ultra-low-field MRI (ULF-MRI) scanner that can generate a static magnetic field (B0) with an electromagnetic coil and turn off the B0 during MEG measurements is desirable. While electromagnetic B0 coil has the above advantages, it also has a trade-off between size and the broadness of the magnetic field homogeneity. In this study, we proposed a method for designing a B0 multi-stage circular coil arrangement that determines the number of coils required to maximize magnetic field homogeneity and minimize the total wiring length of the coils. The optimized multi-stage coil arrangement had an external shape of 600 mm in diameter and a maximum height of 600 mm, with an aperture of 600 mm in diameter and 300 mm in height. The magnetic field homogeneity was <100 ppm over a 210 mm diameter spherical volume (DSV). Compared to a previous two coil pairs arrangement with the same magnetic field homogeneity, the diameter was 1/1.9 times smaller, indicating that the newly designed B0 coil arrangement realized a smaller size and wider magnetic field homogeneity.
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  • 文章类型: Journal Article
    癫痫手术是耐药癫痫患者的首选治疗方法,但高达50%的患者在切除一年后仍有癫痫发作.为了帮助进行术前计划并逐个患者地预测术后结果,我们开发了一个个性化计算模型框架,该框架将流行病传播与患者特异性连通性和癫痫基因图相结合:流行病传播癫痫发作和癫痫手术框架(ESSES).在一项回顾性研究(N=15)中拟合了ESSES参数,以重现侵入性脑电图(iEEG)记录的癫痫发作。ESSES再现了iEEG记录的癫痫发作,并且对于良好的患者(无癫痫发作,SF)比不良(无癫痫发作,NSF)结果。我们在这里通过模拟术前条件的盲目设置(切除策略和手术结果)的假前瞻性研究(N=34)来说明ESSES的临床适用性。通过在回顾性研究中设置模型参数,ESSES也可以应用于没有iEEG数据的患者。ESSES可以通过找到基于患者特定模型的最佳切除策略来预测任何切除后良好结果的机会。我们发现SF比NSF患者小,提示NSF患者的网络组织或术前评估结果存在内在差异。实际的手术计划与基于模型的最佳切除重叠更多,在减少模型癫痫传播方面有更大的影响,SF患者比NSF患者。总的来说,ESSES可以正确预测75%的NSF和80.8%的SF病例。我们的结果表明,个性化的计算模型可以通过建议替代切除并提供有关建议切除后良好结果的可能性的信息来告知手术计划。这是第一次使用完全独立的队列并且不需要iEEG记录来验证这种模型。
    癫痫手术的个性化计算模型捕获了癫痫发作传播和切除手术的一些关键方面。要确定是否可以在患者的术前评估期间整合该信息,以改善手术计划和良好手术结果的机会。在这里,我们通过一项伪前瞻性研究来解决这个问题,该研究在模仿术前条件的伪前瞻性研究中应用了癫痫发作传播和癫痫手术的计算框架-ESSES框架。我们发现在这个伪前瞻性的背景下,ESSES可以正确预测75%的NSF和80.8%的SF病例。这一发现表明,个性化的计算模型有可能通过建议替代切除并提供有关建议切除后良好结果的可能性的信息来告知手术计划。
    Epilepsy surgery is the treatment of choice for drug-resistant epilepsy patients, but up to 50% of patients continue to have seizures one year after the resection. In order to aid presurgical planning and predict postsurgical outcome on a patient-by-patient basis, we developed a framework of individualized computational models that combines epidemic spreading with patient-specific connectivity and epileptogeneity maps: the Epidemic Spreading Seizure and Epilepsy Surgery framework (ESSES). ESSES parameters were fitted in a retrospective study (N = 15) to reproduce invasive electroencephalography (iEEG)-recorded seizures. ESSES reproduced the iEEG-recorded seizures, and significantly better so for patients with good (seizure-free, SF) than bad (nonseizure-free, NSF) outcome. We illustrate here the clinical applicability of ESSES with a pseudo-prospective study (N = 34) with a blind setting (to the resection strategy and surgical outcome) that emulated presurgical conditions. By setting the model parameters in the retrospective study, ESSES could be applied also to patients without iEEG data. ESSES could predict the chances of good outcome after any resection by finding patient-specific model-based optimal resection strategies, which we found to be smaller for SF than NSF patients, suggesting an intrinsic difference in the network organization or presurgical evaluation results of NSF patients. The actual surgical plan overlapped more with the model-based optimal resection, and had a larger effect in decreasing modeled seizure propagation, for SF patients than for NSF patients. Overall, ESSES could correctly predict 75% of NSF and 80.8% of SF cases pseudo-prospectively. Our results show that individualised computational models may inform surgical planning by suggesting alternative resections and providing information on the likelihood of a good outcome after a proposed resection. This is the first time that such a model is validated with a fully independent cohort and without the need for iEEG recordings.
    Individualized computational models of epilepsy surgery capture some of the key aspects of seizure propagation and the resective surgery. It is to be established whether this information can be integrated during the presurgical evaluation of the patient to improve surgical planning and the chances of a good surgical outcome. Here we address this question with a pseudo-prospective study that applies a computational framework of seizure propagation and epilepsy surgery—the ESSES framework—in a pseudo-prospective study mimicking the presurgical conditions. We found that within this pseudo-prospective setting, ESSES could correctly predict 75% of NSF and 80.8% of SF cases. This finding suggests the potential of individualised computational models to inform surgical planning by suggesting alternative resections and providing information on the likelihood of a good outcome after a proposed resection.
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  • 文章类型: Journal Article
    肌萎缩侧索硬化症(ALS)是一种特发性,致命的,和以运动神经元退化为特征的快速进行性神经退行性疾病。ALS患者经常经历初始误诊或诊断延迟,这是由于目前无法获得有效的生物标志物。由于言语受损在ALS中是典型的,我们假设健康和ALS参与者在言语任务中的功能差异可以通过皮层模式变化来解释,从而导致ALS的神经生物标志物的鉴定。在这项试点研究中,我们收集了3名早期诊断的ALS患者和3名健康对照者在想象(隐蔽)和公开言语任务期间的脑磁图(MEG)记录.首先,我们计算传感器相关性,与健康对照组相比,说话者与ALS的相关性更大。第二,我们比较了两组之间典型频段中MEG信号的功率,这表明ALS参与者的β带差异更大。第三,我们评估了功能连通性的差异,与健康对照相比,ALS的β带连通性更高。最后,我们进行了单试验分类,这导致了beta波段功能的最高性能(98%)。这些发现在试验中是一致的,短语,以及想象和公开演讲任务的参与者。我们的初步结果表明,语音诱发的β振荡可能是诊断ALS的潜在神经生物标志物。据我们所知,这是单试验神经信号检测ALS的首次证明.
    Amyotrophic lateral sclerosis (ALS) is an idiopathic, fatal, and fast-progressive neurodegenerative disease characterized by the degeneration of motor neurons. ALS patients often experience an initial misdiagnosis or a diagnostic delay due to the current unavailability of an efficient biomarker. Since impaired speech is typical in ALS, we hypothesized that functional differences between healthy and ALS participants during speech tasks can be explained by cortical pattern changes, thereby leading to the identification of a neural biomarker for ALS. In this pilot study, we collected magnetoencephalography (MEG) recordings from three early-diagnosed patients with ALS and three healthy controls during imagined (covert) and overt speech tasks. First, we computed sensor correlations, which showed greater correlations for speakers with ALS than healthy controls. Second, we compared the power of the MEG signals in canonical bands between the two groups, which showed greater dissimilarity in the beta band for ALS participants. Third, we assessed differences in functional connectivity, which showed greater beta band connectivity for ALS than healthy controls. Finally, we performed single-trial classification, which resulted in highest performance with beta band features (∼ 98%). These findings were consistent across trials, phrases, and participants for both imagined and overt speech tasks. Our preliminary results indicate that speech-evoked beta oscillations could be a potential neural biomarker for diagnosing ALS. To our knowledge, this is the first demonstration of the detection of ALS from single-trial neural signals.
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  • 文章类型: Journal Article
    这项研究旨在研究与自闭症谱系障碍儿童面部处理相关的伽玛振荡,以及通常使用脑磁图发育的儿童。
    我们开发了刺激,其中包括参与者与其母亲之间的自然实时注视情况。包括18名患有自闭症谱系障碍的幼儿(62-97个月)和24名典型发育儿童(61-79个月)。在上颞沟的双侧银行中分析了脑磁图数据,梭状回,频率范围为30-59和61-90Hz。使用以下公式计算伽马振荡归一化值以比较面部状况(儿童注视母亲的面部)和对照测量(基线):(面部-对照)/(面部+对照)。
    结果显示,上颞沟右岸的低伽马波段(30-59Hz)中的伽马振荡归一化值存在显着差异,右梭状回,自闭症谱系障碍儿童和通常发育的儿童之间的右钙皮层。此外,在上颞沟右岸的高伽马带(61-90Hz)中,伽马振荡归一化值存在显着差异,双侧梭状回,两组之间的双侧果皮皮质。
    该报告是第一项脑磁图研究,揭示了自闭症谱系障碍幼儿使用参与者与其母亲之间的相关刺激进行的非典型面部处理。我们的自然主义范式提供了对社交特征的有用评估,并对自闭症谱系障碍儿童的潜在神经机制提供了宝贵的见解。
    UNASSIGNED: This study aimed to investigate gamma oscillations related to face processing of children with autism spectrum disorders and typically developed children using magnetoencephalography.
    UNASSIGNED: We developed stimuli that included naturalistic real-time eye-gaze situations between participants and their mothers. Eighteen young children with autism spectrum disorders (62-97 months) and 24 typically developed children (61-79 months) were included. The magnetoencephalography data were analyzed in the bilateral banks of the superior temporal sulcus, fusiform gyrus, and pericalcarine cortex for frequency ranges 30-59 and 61-90 Hz. The gamma oscillation normalized values were calculated to compare the face condition (children gazing at mother\'s face) and control measurements (baseline) using the following formula: (face - control)/(face + control).
    UNASSIGNED: The results revealed significant differences in gamma oscillation normalized values in the low gamma band (30-59 Hz) in the right banks of the superior temporal sulcus, right fusiform gyrus, and right pericalcarine cortex between children with autism spectrum disorders and typically developed children. Furthermore, there were significant differences in gamma oscillation normalized values in the high gamma band (61-90 Hz) in the right banks of the superior temporal sulcus, bilateral fusiform gyrus, and bilateral pericalcarine cortex between the groups.
    UNASSIGNED: This report is the first magnetoencephalography study revealing atypical face processing in young children with autism spectrum disorders using relevant stimuli between participants and their mothers. Our naturalistic paradigm provides a useful assessment of social communication traits and a valuable insight into the underlying neural mechanisms in children with autism spectrum disorders.
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